COVID-19 Analysis Report: United States
Executive Summary: Project for Data analysis and visualization that shows statistics, trends and predictions for COVID-19 pandemic in the United States of America.
This project presents a comprehensive data analysis and visualization of COVID-19 infection, death rates, vaccination trends, hospitalization occupancy lockdown orders and economic indicators at both national and state levels. It also highlights the difference between forecasted infection rates and actual COVID-19 data.
103M+
Total Cases
1.2M+
Total Deaths
347M
Population
206M+
Vaccinations
Data source:
Data was collected from multiple sources including Centers for Disease Control and Prevention or US Bureau Of Labor Statistics.
Included plots:
- New weekly confirmed COVID-19 cases and deaths countrywide.
- Cumulative COVID-19 cases and deaths comparing the USA to other countries.
- Total number of COVID-19-related deaths statewide.
- COVID-19 vaccination trends (full, 1 dose, boosters) both country and statewide.
- Weekly COVID-19 hospital admissions compared to weekly new cases.
- COVID-19 related hospital vs ICU occupancy.
- Forecasts of new cases vs actual data.
- Cumulative COVID-19 cases in US colleges during the 2020/2021 academic year.
- Statewide stay-at-home orders.
- Economic indicators - unemployment rate, import/export prices.
Confirmed Cases
Interactive visualization showing the progression of confirmed COVID-19 cases across different time periods.
Confirmed Deaths
Interactive visualization showing the progression of confirmed COVID-19 deaths across different time periods.
Cumulative Number Of Cases
Animated plot showing the cumulative number of confirmed COVID-19 cases in comparison to other countries
Cumulative Number Of Deaths
Animated plot showing the cumulative number of confirmed COVID-19 deaths in comparison to other countries
Total Deaths By State Map
Map displaying total number of COVID-19 deaths by state with interactive features.
Normalized Deaths By State Map
Map displaying death rate per 100 000 people by state with interactive features.
Countrywide Vaccination Trends
Overview of COVID-19 vaccination trends (full, 1 dose, boosters) countrywide.
State Vaccination Trends
Interactive overview of COVID-19 vaccination trends (full, 1 dose, boosters) statewide.
Hospital admissions vs new cases
Animated plot showing weekly COVID-19 hospital admissions compared to weekly new cases.
Hospital vs ICU occupancy
Animated plot showing COVID-19 related hospital vs ICU occupancy.
